Works matching DE "GRAPH neural networks"

Results: 1554

GNNs and ensemble models enhance the prediction of new sRNA-mRNA interactions in unseen conditions.

Published in:

BMC Bioinformatics, 2025, v. 26, n. 1, p. 1, doi. 10.1186/s12859-025-06153-w

By:

Cohen, Shani;
Rokach, Lior;
Veksler-Lublinsky, Isana

Publication type:

Article

KerGNNT: an interpretable graph neural network recommendation model.

Published in:

Knowledge & Information Systems, 2025, v. 67, n. 6, p. 5187, doi. 10.1007/s10115-025-02376-8

By:

Liang, Shengbin;
Ma, Jinfeng;
Sun, Fuqi;
Chen, Tingting;
Lu, Xixi;
Ren, Shuanglong

Publication type:

Article

QUERY2TREE: a reasoning model for answering logical queries based on knowledge graph embedding and large language model.

Published in:

Knowledge & Information Systems, 2025, v. 67, n. 6, p. 5271, doi. 10.1007/s10115-025-02347-z

By:

Phan, Truong H. V.;
Do, Phuc

Publication type:

Article

Feasibility Analysis of Optimization Models for Natural Gas Distribution Networks Using Machine Learning.

Published in:

Journal of Advanced Computational Intelligence & Intelligent Informatics, 2025, v. 29, n. 3, p. 614, doi. 10.20965/jaciii.2025.p0614

By:

Liu, Junhao;
Gao, Xiaoyong;
Chen, Xiaozheng

Publication type:

Article

Hybrid Deep Learning-Based Automatic Diagnosis of Breast Cancer from Mammograms Using Segmentation and Feature Selection.

Published in:

International Journal of Pattern Recognition & Artificial Intelligence, 2025, v. 39, n. 7, p. 1, doi. 10.1142/S0218001425540047

By:

Rajesh Pandian, N.;
Selvaganesh, N.;
Shanthi, D.

Publication type:

Article

JFD-GNN: A Joint Graph Neural Network Approach for Detecting Fake News.

Published in:

International Journal of Pattern Recognition & Artificial Intelligence, 2025, v. 39, n. 7, p. 1, doi. 10.1142/S0218001425520056

By:

Khedairia, Soufiane;
Zarzour, Hafed;
Chefrour, Djalel

Publication type:

Article

AUGUR, a flexible and efficient optimization algorithm for identification of optimal adsorption sites.

Published in:

Nature Communications, 2025, v. 11, n. 1, p. 1, doi. 10.1038/s41524-025-01630-5

By:

Kouroudis, Ioannis;
Poonam;
Misciasci, Neel;
Mayr, Felix;
Müller, Leon;
Gu, Zhaosu;
Gagliardi, Alessio

Publication type:

Article

Machine learning message-passing for the scalable decoding of QLDPC codes.

Published in:

NPJ Quantum Information, 2025, v. 11, n. 1, p. 1, doi. 10.1038/s41534-025-01033-w

By:

Maan, Arshpreet Singh;
Paler, Alexandru

Publication type:

Article

Anomaly Detection for Advanced Persistent Threats With Graph Node Embedding.

Published in:

Journal of Information Science & Engineering, 2025, v. 41, n. 3, p. 713, doi. 10.6688/JISE.202505_41(3).0012

By:

ZHE-HENG PENG;
CHANG-ZHEN HU;
CHUN SHAN

Publication type:

Article

A Graph-Based Transformer Neural Network for Multi-Label ADR Prediction.

Published in:

Arabian Journal for Science & Engineering (Springer Science & Business Media B.V. ), 2025, v. 50, n. 10, p. 7323, doi. 10.1007/s13369-024-09342-6

By:

Yadav, Monika;
Ahlawat, Prachi;
Singh, Vijendra

Publication type:

Article

基于图神经网络的基坑内支撑布置自动化设计与适配性分析.

Published in:

Journal of Shanghai University / Shanghai Daxue Xuebao, 2025, v. 31, n. 1, p. 171, doi. 10.12066/j.issn.1007-2861.2539

By:

舒展;
秦亚洲

Publication type:

Article

基于动态人群超图卷积网络的自闭症诊断方法.

Published in:

Application Research of Computers / Jisuanji Yingyong Yanjiu, 2025, v. 42, n. 5, p. 1356, doi. 10.19734/j.issn.1001-3695.2024.11.0427

By:

王国华;
王丽芳;
薛小红;
王千山;
李海芳

Publication type:

Article

隐式关系增强的图神经网络推荐算法.

Published in:

Application Research of Computers / Jisuanji Yingyong Yanjiu, 2025, v. 42, n. 5, p. 1338, doi. 10.19734/j.issn.1001-3695.2024.09.0363

By:

熊中敏;
张军

Publication type:

Article

基于图神经网络的去偏因果推荐.

Published in:

Application Research of Computers / Jisuanji Yingyong Yanjiu, 2025, v. 42, n. 5, p. 1331, doi. 10.19734/j.issn.1001-3695.2024.10.0362

By:

荀亚玲;
李欣意;
韩硕;
李砚峰;
王兴

Publication type:

Article

TCoCPIn reveals topological characteristics of chemical protein interaction networks for novel feature discovery.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-01410-7

By:

Wang, Jianshi;
Ohsawa, Yukio

Publication type:

Article

Park-Net: Multi-modality qEEG and fMRI-based PDDiagnosis via Attentional Graph Convolutional Neural Network.

Published in:

Journal of Intelligent Systems & Internet of Things, 2025, v. 17, n. 1, p. 57, doi. 10.54216/JISIoT.170105

By:

Mohanapriya, S.;
Subramaniam, Kamalraj

Publication type:

Article

无线数据知识图谱的空时异构表示学习方法.

Published in:

Journal of Signal Processing, 2025, v. 41, n. 4, p. 749, doi. 10.12466/xhcl.2025.04.015

By:

冯庆霞;
杨绿溪

Publication type:

Article

基于图注意力网络和门控网络的轻量级单通道语音分离方法.

Published in:

Journal of Signal Processing, 2025, v. 41, n. 4, p. 706, doi. 10.12466/xhcl.2025.04.011

By:

余传旗;
郭海燕;
王婷婷;
王景润;
杨震

Publication type:

Article

H<sup>2</sup>GnnDTI: hierarchical heterogeneous graph neural networks for drug–target interaction prediction Open Access.

Published in:

Bioinformatics, 2025, v. 41, n. 4, p. 1, doi. 10.1093/bioinformatics/btaf117

By:

Jing, Yueying;
Zhang, Dongxue;
Li, Limin

Publication type:

Article

Network analysis and sentiment classification of Minnan nursery rhymes.

Published in:

npj Heritage Science, 2025, v. 13, n. 1, p. 1, doi. 10.1038/s40494-025-01773-0

By:

Wu, Hongrun;
Wu, Qiurong;
Lin, Baozhu;
Yu, Fei;
Xiang, Zhenglong;
Lin, Ying;
Li, Shunxing

Publication type:

Article

From Code Analysis to Fault Localization: A Survey of Graph Neural Network Applications in Software Engineering.

Published in:

International Journal of Advanced Computer Science & Applications, 2025, v. 16, n. 4, p. 609, doi. 10.14569/ijacsa.2025.0160461

By:

Maojie PAN;
Shengxu LIN;
Zhenghong XIAO

Publication type:

Article

Fate-tox: fragment attention transformer for E(3)-equivariant multi-organ toxicity prediction.

Published in:

Journal of Cheminformatics, 2025, v. 17, n. 1, p. 1, doi. 10.1186/s13321-025-01012-5

By:

Ha, Sumin;
Bang, Dongmin;
Kim, Sun

Publication type:

Article

Interpretable multi-instance heterogeneous graph network learning modelling CircRNA-drug sensitivity association prediction.

Published in:

BMC Biology, 2025, v. 23, n. 1, p. 1, doi. 10.1186/s12915-025-02223-w

By:

Niu, Mengting;
Wang, Chunyu;
Chen, Yaojia;
Zou, Quan;
Luo, Ximei

Publication type:

Article

Study on Multimodal Session Recognition Based on Graph Neural Networks.

Published in:

Technical Gazette / Tehnički Vjesnik, 2025, v. 32, n. 3, p. 883, doi. 10.17559/TV-20240919001998

By:

Zhixue WANG;
Hongwu ZHANG;
Kai KANG

Publication type:

Article

Journal of Nanjing University of Information Science & Technology (Natural Science Edition) / Nanjing Xinxi Gongcheng Daxue Xuebao (ziran kexue ban), 2025, v. 17, n. 2, p. 165, doi. 10.13878/j.cnki.jnuist.20241024001

By:

李国立;
陈焱明;
夏家康;
邹新灿

Publication type:

Article

Benchmarking machine learning models for predicting lithium ion migration.

Published in:

NPJ Computational Materials, 2025, v. 11, n. 1, p. 1, doi. 10.1038/s41524-025-01571-z

By:

Dembitskiy, Artem D.;
Humonen, Innokentiy S.;
Eremin, Roman A.;
Aksyonov, Dmitry A.;
Fedotov, Stanislav S.;
Budennyy, Semen A.

Publication type:

Article

Graph-Level Label-Only Membership Inference Attack Against Graph Neural Networks.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 9, p. 5086, doi. 10.3390/app15095086

By:

Dai, Jiazhu;
Lu, Yubing

Publication type:

Article

X-GANet: An Explainable Graph-Based Framework for Robust Network Intrusion Detection.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 9, p. 5002, doi. 10.3390/app15095002

By:

Basak, Mainak;
Kim, Dong-Wook;
Han, Myung-Mook;
Shin, Gun-Yoon

Publication type:

Article

Hierarchical Graph Learning with Cross-Layer Information Propagation for Next Point of Interest Recommendation.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 9, p. 4979, doi. 10.3390/app15094979

By:

Han, Qiuhan;
Yoshikawa, Atsushi;
Yamamura, Masayuki

Publication type:

Article

A Deep Learning Framework for High-Frequency Signal Forecasting Based on Graph and Temporal-Macro Fusion.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 9, p. 4605, doi. 10.3390/app15094605

By:

Zhang, Xijue;
Zhang, Liman;
He, Siyang;
Li, Tianyue;
Huang, Yinke;
Jiang, Yaqi;
Yang, Haoxiang;
Lv, Chunli

Publication type:

Article

Predicting Water Pipe Failures with Graph Neural Networks: Integrating Coupled Road and Pipeline Features.

Published in:

Water (20734441), 2025, v. 17, n. 9, p. 1307, doi. 10.3390/w17091307

By:

Hu, Qunfang;
Zhang, Yu;
Liu, Wen;
Song, Zhaoyang;
Ji, Hongyan;
Wang, Feng

Publication type:

Article

Integration of Hyperspectral Imaging and AI Techniques for Crop Type Mapping: Present Status, Trends, and Challenges.

Published in:

Remote Sensing, 2025, v. 17, n. 9, p. 1574, doi. 10.3390/rs17091574

By:

Bourriz, Mohamed;
Hajji, Hicham;
Laamrani, Ahmed;
Elbouanani, Nadir;
Abdelali, Hamd Ait;
Bourzeix, François;
El-Battay, Ali;
Amazirh, Abdelhakim;
Chehbouni, Abdelghani

Publication type:

Article

A Three-Level Meta-Frontier Framework with Machine Learning Projections for Carbon Emission Efficiency Analysis: Heterogeneity Decomposition and Policy Implications.

Published in:

Mathematics (2227-7390), 2025, v. 13, n. 9, p. 1542, doi. 10.3390/math13091542

By:

Zhu, Xiaoxia;
Feng, Tongyue;
Shen, Yuhe;
Zhang, Ning;
Guo, Xu

Publication type:

Article

Multi-View Graph Contrastive Neural Networks for Session-Based Recommendation.

Published in:

Mathematics (2227-7390), 2025, v. 13, n. 9, p. 1530, doi. 10.3390/math13091530

By:

Huang, Pengbo;
Wang, Chun

Publication type:

Article

Recommendation Model Based on Higher-Order Semantics and Node Attention in Heterogeneous Graph Neural Networks.

Published in:

Mathematics (2227-7390), 2025, v. 13, n. 9, p. 1479, doi. 10.3390/math13091479

By:

Li, Siyue;
Jin, Tian;
Luo, Hao;
Wang, Erfan;
Tao, Ranting

Publication type:

Article

OWNC: Open-World Node Classification on Graphs with a Dual-Embedding Interaction Framework.

Published in:

Mathematics (2227-7390), 2025, v. 13, n. 9, p. 1475, doi. 10.3390/math13091475

By:

Chen, Yuli;
Wang, Chun

Publication type:

Article

A Dynamic Regional-Aggregation-Based Heterogeneous Graph Neural Network for Traffic Prediction.

Published in:

Mathematics (2227-7390), 2025, v. 13, n. 9, p. 1458, doi. 10.3390/math13091458

By:

Liu, Xiangting;
Qian, Chengyuan;
Zhao, Xueyang

Publication type:

Article

Aggregation and Pruning for Continuous Incremental Multi-Task Inference.

Published in:

Mathematics (2227-7390), 2025, v. 13, n. 9, p. 1414, doi. 10.3390/math13091414

By:

Li, Lining;
Cen, Fenglin;
Feng, Quan;
Xu, Ji

Publication type:

Article

Recent Research Progress of Graph Neural Networks in Computer Vision.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 9, p. 1742, doi. 10.3390/electronics14091742

By:

Jia, Zhiyong;
Wang, Chuang;
Wang, Yang;
Gao, Xinrui;
Li, Bingtao;
Yin, Lifeng;
Chen, Huayue

Publication type:

Article

Combining the Viterbi Algorithm and Graph Neural Networks for Efficient MIMO Detection.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 9, p. 1698, doi. 10.3390/electronics14091698

By:

Nguyen, Thien An;
Dang, Xuan-Toan;
Shin, Oh-Soon;
Lee, Jaejin

Publication type:

Article

Customs Commodity Classification Method Based on the Fusion of Text Sequence and Graph Information.

Published in:

Expert Systems, 2025, v. 42, n. 6, p. 1, doi. 10.1111/exsy.70057

By:

Sun, Haichao;
Zhou, Chengjie;
Che, Chao

Publication type:

Article

iProtDNA-SMOTE: Enhancing protein-DNA binding sites prediction through imbalanced graph neural networks.

Published in:

PLoS ONE, 2025, v. 20, n. 5, p. 1, doi. 10.1371/journal.pone.0320817

By:

Huang, Ruiyan;
Qiu, Wangren;
Xiao, Xuan;
Lin, Weizhong

Publication type:

Article

GraphDeep-hERG: Graph Neural Network PharmacoAnalytics for Assessing hERG-Related Cardiotoxicity.

Published in:

Pharmaceutical Research, 2025, v. 42, n. 4, p. 579, doi. 10.1007/s11095-025-03848-w

By:

Jing, Yankang;
Zhang, Yiyang;
Zhao, Guangyi;
McGuire, Terence;
Zhao, Jack;
Gibbs, Ben;
Hou, Ganqian;
Feng, Zhiwei;
Xue, Ying;
Xie, Xiang-Qun

Publication type:

Article

PLGNN: graph neural networks via adaptive feature perturbation and high-way links.

Published in:

Complex & Intelligent Systems, 2025, v. 11, n. 7, p. 1, doi. 10.1007/s40747-025-01929-2

By:

He, Meixia;
Zhu, Peican;
Liu, Yang;
Tang, Keke

Publication type:

Article

Enhanced APT detection with the improved KAN algorithm: capturing interdependencies for better accuracy.

Published in:

Complex & Intelligent Systems, 2025, v. 11, n. 7, p. 1, doi. 10.1007/s40747-025-01898-6

By:

Ren, Weiwu;
Zhang, Hewen;
Hong, Yu;
Wang, Zhiwei

Publication type:

Article

Identification of predictive subphenotypes for clinical outcomes using real world data and machine learning.

Published in:

Nature Communications, 2025, v. 16, n. 1, p. 1, doi. 10.1038/s41467-025-59092-8

By:

Pan, Weishen;
Hathi, Deep;
Xu, Zhenxing;
Zhang, Qiannan;
Li, Ying;
Wang, Fei

Publication type:

Article

A synchronous spatiotemporal graph neural network for short-term traffic flow prediction.

Published in:

Soft Computing - A Fusion of Foundations, Methodologies & Applications, 2025, v. 29, n. 6, p. 2983, doi. 10.1007/s00500-025-10555-6

By:

Zhang, Zhao;
Jiao, Xiaohong

Publication type:

Article

AMFGNN: an adaptive multi-view fusion graph neural network model for drug prediction.

Published in:

Frontiers in Pharmacology, 2025, p. 1, doi. 10.3389/fphar.2025.1543966

By:

He, Fang;
Duan, Lian;
Xing, Guodong;
Chang, Xiaojing;
Zhou, Huixia;
Yu, Mengnan

Publication type:

Article

Edge Cloud Resource Scheduling with Deep Reinforcement Learning.

Published in:

Radioengineering, 2025, v. 34, n. 1, p. 92, doi. 10.13164/re.2025.0092

By:

Youling FENG;
Mengzhao LI;
Jun LI;
Yawei YU

Publication type:

Article

Knowledge-aware Recommendation with Attention Mechanism and Contrastive Learning.

Published in:

IAENG International Journal of Computer Science, 2025, v. 52, n. 3, p. 615

By:

Cuihong Chen;
Gang Sun

Publication type:

Article